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Yee Whye Teh
Yee Whye Teh
Professor of Statistical Machine Learning, Oxford, Research Scientist, DeepMind
Verifierad e-postadress på stats.ox.ac.uk - Startsida
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A fast learning algorithm for deep belief nets
GE Hinton, S Osindero, YW Teh
Neural computation 18 (7), 1527-1554, 2006
225662006
Sharing Clusters among Related Groups: Hierarchical Dirichlet Processes.
YW Teh, MI Jordan, MJ Beal, DM Blei
NIPS, 2005
55222005
Bayesian Learning via Stochastic Gradient Langevin Dynamics
M Welling, YW Teh
ICML, 2011
32462011
The concrete distribution: A continuous relaxation of discrete random variables
CJ Maddison, A Mnih, YW Teh
ICLR, 2017
30112017
Set transformer
J Lee, Y Lee, J Kim, AR Kosiorek, S Choi, YW Teh
International Conference on Machine Learning 2019. arXiv:1810.00825, 2018
1508*2018
Inferring the effectiveness of government interventions against COVID-19
JM Brauner, S Mindermann, M Sharma, D Johnston, J Salvatier, ...
Science 371 (6531), eabd9338, 2021
10862021
Progress & Compress: A scalable framework for continual learning
J Schwarz, J Luketina, WM Czarnecki, A Grabska-Barwinska, YW Teh, ...
ICML2018 arXiv:1805.06370, 2018
10232018
A fast and simple algorithm for training neural probabilistic language models
A Mnih, YW Teh
arXiv preprint arXiv:1206.6426, 2012
8872012
Do Deep Generative Models Know What They Don't Know?
E Nalisnick, A Matsukawa, YW Teh, D Gorur, B Lakshminarayanan
ICLR2019, 2018
8792018
Conditional Neural Processes
M Garnelo, D Rosenbaum, CJ Maddison, T Ramalho, D Saxton, ...
ICML2018 arXiv:1807.01613, 2018
8682018
A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation
Y Teh, D Newman, M Welling
Advances in neural information processing systems 19, 2006
8402006
On smoothing and inference for topic models
A Asuncion, M Welling, P Smyth, YW Teh
arXiv preprint arXiv:1205.2662, 2009
8282009
Augmented neural odes
E Dupont, A Doucet, YW Teh
NeurIPS 2019; arXiv:1904.01681, 2019
7722019
Dirichlet process.
YW Teh
Encyclopedia of machine learning 1063, 280-287, 2010
7522010
A hierarchical Bayesian language model based on Pitman-Yor processes
YW Teh
Proceedings of the 21st International Conference on Computational …, 2006
7112006
Neural processes
M Garnelo, J Schwarz, D Rosenbaum, F Viola, DJ Rezende, SM Eslami, ...
ICML2018 Bayesian Deep Learning Workshop arXiv:1807.01622, 2018
6852018
Distral: Robust multitask reinforcement learning
YW Teh, V Bapst, WM Czarnecki, J Quan, J Kirkpatrick, R Hadsell, ...
NIPS2017, 2017
6602017
Uncertainty estimation using a single deep deterministic neural network
J Van Amersfoort, L Smith, YW Teh, Y Gal
International conference on machine learning, 9690-9700, 2020
5842020
Names and faces in the news
TL Berg, AC Berg, J Edwards, M Maire, R White, YW Teh, ...
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision …, 2004
5452004
Hierarchical Bayesian nonparametric models with applications
YW Teh, MI Jordan
Bayesian nonparametrics 1, 158-207, 2010
5002010
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Artiklar 1–20